Thought Leadership
The latest product news, thought leadership, and resources from the Prophecy team.
AI-native Analytics
Enabling AI Apps for Business Data Work
Equip ChatGPT, Claude, and Copilot for real data work: AI self-serve for business users, governed on the platform you already own.
Structured Finance
How Waterfall Asset Management Turned Data Prep Speed Into a Competitive Edge with Prophecy
Waterfall Asset Management partnered with Prophecy to automate loan tape cracking, eliminating the manual back-and-forth that once slowed down data-driven decisions.
AI-native Analytics
AI-Easy Data Workflows, with Trust, for Business Users
AI can finally bring safe, trusted self-service data management to business users.
Structured Finance
Closing the Two Loops Between Raw Loan Tape and Portfolio Decision
Manual tape work and analyst-PM rework slow loan portfolio analytics. See how agentic AI and a governed platform close both loops without breaking review.
Self-service Data Preparation
The Open-Source Case for Data Prep
'No lock-in' is core to Prophecy's value proposition.
Prophecy for Snowflake
Prophecy + Snowflake: Self-Service Data Prep Without the Governance Tradeoff
Prophecy extends Snowflake's RBAC and masking policies to business analysts—no SQL required.
ETL Modernization
Alteryx Customers Are Living Through 2016 Again
Why the Alteryx workflow rebuild problem stops migration, and how Prophecy solves it.
AI-native Analytics
5 Things Prophecy Does That Databricks Lakeflow Designer Can't
Comparing Prophecy and Databricks Lakeflow Designer? See how Prophecy delivers multi-platform support, 50+ operators, and full governance at enterprise scale.
AI-native Analytics
Why “Almost Right” Is the Biggest Problem With AI-Generated Data Pipelines
An AI-generated data pipeline that runs cleanly can still be wrong.
Prophecy for Databricks
Your Data Lives in Databricks. Why Is It Commuting to Alteryx Desktop?
Your lakehouse promised one governed copy of data. Alteryx moves it to desktops daily. Learn about the five costs of the commute and how to bring it home.
Prophecy for Snowflake
AI Data Preparation for Snowflake with Claude Code
Bridge the gap between AI generation and enterprise governance. See how Prophecy empowers business users to automate reliable data preparation directly within Snowflake.
Structured Finance
How AI Accelerates Structured Finance
Structured finance runs on speed and confidence. Speed to evaluate a tape. Confidence that the collateral holds up with verifiability - a virtual paper trail that survives investment committee, auditors, and rating agency scrutiny.
AI-native Analytics
AI-Led Industrial Revolution: First Code, Now Data
The First Industrial Revolution wasn’t just about new machines. It was about new ways of organizing work. That same pattern is now playing out in software—and data is next.
AI-native Analytics
The AI Data Prep Landscape
AI transformed how software is written in 2025. Data preparation is next.
AI-native Analytics
The AI Data Prep & Analysis Opportunity
The opportunity is to rethink how analysis happens. Not a toy that generates code for a demo, but an operating model and platform that shrinks the path from intent to impact.
ETL Modernization
Weigh Your Options As You Move Off Alteryx
Explore alternatives to Alteryx for modern data prep. Explore options and how Prophecy delivers scalability and openness to modernize data preparation.